A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization

Henry Jansen; Xin Wang

doi:10.1109/ICCAD60883.2024.10554019

A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization

Henry Jansen
, Xin Wang

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350361025
DOIs	https://doi.org/10.1109/ICCAD60883.2024.10554019
State	Published - 2024
Externally published	Yes
Event	2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024 - Paris, France Duration: May 15 2024 → May 17 2024

Publication series

Name	2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024

Conference

Conference	2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024
Country/Territory	France
City	Paris
Period	5/15/24 → 5/17/24

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Computer Vision and Pattern Recognition
Safety, Risk, Reliability and Quality
Control and Optimization
Modeling and Simulation

Keywords

Adam optimization algorithm
hyperbolic tangent function
neural network
particle swarm optimization
Preisach model of hysteresis

Access to Document

10.1109/ICCAD60883.2024.10554019

Cite this

Jansen, H., & Wang, X. (2024). A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization. In 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024 (2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCAD60883.2024.10554019

A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization. / Jansen, Henry; Wang, Xin.
2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Jansen, H & Wang, X 2024, A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization. in 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024. 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024, Institute of Electrical and Electronics Engineers Inc., 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024, Paris, France, 5/15/24. https://doi.org/10.1109/ICCAD60883.2024.10554019

Jansen H, Wang X. A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization. In 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024. Institute of Electrical and Electronics Engineers Inc. 2024. (2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024). doi: 10.1109/ICCAD60883.2024.10554019

Jansen, Henry ; Wang, Xin. / A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization. 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024. Institute of Electrical and Electronics Engineers Inc., 2024. (2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024).

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title = "A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization",

keywords = "Adam optimization algorithm, hyperbolic tangent function, neural network, particle swarm optimization, Preisach model of hysteresis",

author = "Henry Jansen and Xin Wang",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024 ; Conference date: 15-05-2024 Through 17-05-2024",

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doi = "10.1109/ICCAD60883.2024.10554019",

language = "English",

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BT - 2024 International Conference on Control, Automation and Diagnosis, ICCAD 2024

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 15 May 2024 through 17 May 2024

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A Neural Network Method for Approximating Preisach's Model of Magnetic Hysteresis Using Particle Swarm Optimization

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this